Insights

Field notes from the frontier

Practical, opinionated writing on building, shipping, and scaling AI-native software.

A demo is not a product. Here's the evaluation, guardrail, and observability stack that separates AI prototypes from systems you can trust.

Premature microservices kill startups. Here's how we design systems that stay simple early and split only when the seams demand it.

Your bill isn't a finance issue — it's an architecture issue. The biggest savings live in decisions you make before you provision anything.

A design system fails the moment it diverges from code. Here's how we keep design and engineering as one source of truth.

Discovery isn't a luxury — it's the cheapest insurance you'll ever buy. Inside our product discovery sprint.

Autonomous agents are finally useful — if you give them tools, guardrails, and a way to be evaluated. A field guide.

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